DATADOSE, LLC

A method, computer program product, and computer system for a platform for managing injectable medication administration alerts. The platform may include: a server configured to receive administration data from an intelligent injection device, a database configured to store treatment schedules, an artificial intelligence module configured to categorize injection events based on compliance with treatment schedules, and an alerts module configured to: generate and send notifications based on injection event categorization, deliver alerts related to health, biometrics, medications and injections, provide visual and audible outputs regarding injection administration, and warn users about detected behaviors that may negatively impact treatment.

A method, computer program product, and computer system for an injectable administration compliance platform for real-time monitoring and management of adherence to a program for administration of a set of injectables. The platform may include: a server to receive administration data from a wireless module associated with an intelligent injection device. The administration data may include at least one of: an injection device ID, a drug ID, a patient ID, a potency value, an administration completion flag, a timestamp, or temperature data. A database may store treatment schedules. An artificial intelligence module may: calculate a compliance score, and compare the compliance score to a compliance threshold to categorize the injection event. An alerts module may be included. A monitoring system may track user compliance in substantially real-time. A recommendation system may generate health suggestions. The platform may further include a reporting module, a verification module, and a dashboard.

A method, computer program product, and computer system for an intelligent injection device with technique analysis capabilities. The device may include a barrel in fluid communication with a needle, a piston including a plunger, a microprocessor, sensors for detecting injection parameters including: force measurement upon depression of plunger, depth measurement of needle penetration, angle measurement of the barrel relative to injection surface, a machine learning system trained on: injection device operation data, medical dosage administration data, patient outcome data, wherein the machine learning system is configured to: analyze injection technique in real-time, provide technique optimization recommendations, detect improper administration patterns, and provide patient recommendations.

A method, computer program product, and computer system for a platform for managing injectable medication administration reporting. The platform may include: a server configured to receive administration data from an intelligent injection device, a database configured to store treatment schedules, an artificial intelligence module configured to categorize injection events based on compliance with treatment schedules, and a reporting module configured to: generate detailed reports on patient adherence, automatically distribute reports to stakeholders, track patient outcomes, and facilitate management of healthcare documentation.

A method, computer program product, and computer system for a platform for managing injectable medication administration. The platform may include: a server configured to receive administration data from an intelligent injection device, a database configured to store treatment schedules, an artificial intelligence module configured to categorize injection events based on compliance with treatment schedules, and a user interface module configured to: provide control and configuration of the platform, automatically populate based on administration data from the injection device, display injection schedules and medication history, and enable management of healthcare documentation.

A method, computer program product, and computer system for an injectable administration compliance platform for real-time monitoring and management of adherence to a program for administration of a set of injectables. The platform may include: a server to receive administration data from a wireless module associated with an intelligent injection device. The administration data may include at least one of: an injection device ID, a drug ID, a patient ID, a potency value, an administration completion flag, a timestamp, or temperature data. A database may store treatment schedules. An artificial intelligence module may: calculate a compliance score, and compare the compliance score to a compliance threshold to categorize the injection event. An alerts module may be included. A monitoring system may track user compliance in substantially real-time. A recommendation system may generate health suggestions. The platform may further include a reporting module, a verification module, and a dashboard.

A method, computer program product, and computer system for an intelligent injection device with technique analysis capabilities. The device may include a barrel in fluid communication with a needle, a piston including a plunger, a microprocessor, sensors for detecting injection parameters including: force measurement upon depression of plunger, depth measurement of needle penetration, angle measurement of the barrel relative to injection surface, a machine learning system trained on: injection device operation data, medical dosage administration data, patient outcome data, wherein the machine learning system is configured to: analyze injection technique in real-time, provide technique optimization recommendations, detect improper administration patterns, and provide patient recommendations.

An intelligent dosing platform incorporating comprehensive athletic competition compliance and anti-doping integration capabilities for injectable medication administration across Olympic competitions, professional athletics, and collegiate sports. The platform includes competition compliance modules configured to monitor medication administration while ensuring adherence to competition rules and anti-doping regulations, drug testing integration modules that coordinate with World Anti-Doping Agency (WADA) systems and national anti-doping organizations, and athlete monitoring modules that track therapeutic use exemption compliance. The system features real-time monitoring capabilities during training periods and competition events, alert systems for potential violations and compliance deviations, and documentation modules maintaining tamper-proof records for regulatory bodies. Therapeutic use exemption management modules validate medically necessary treatments against sport-specific regulations, while secure communication modules facilitate coordination between athletes, medical staff, competition officials, and anti-doping authorities. The platform incorporates substance verification, compliance scoring, and data analytics capabilities for comprehensive athletic medication compliance management.

An intelligent dosing platform incorporating comprehensive predictive analytics and forecasting capabilities for injectable medication administration. The platform includes predictive analytics modules configured to generate forecasts for financial costs, medication demand patterns, and adverse event probabilities using machine learning algorithms and statistical modeling techniques. The system features financial modeling modules that analyze cost patterns associated with medication procurement, administration infrastructure, and insurance reimbursements, while demand forecasting modules predict medication needs based on seasonal trends, patient population changes, and treatment protocol modifications. Adverse event prediction modules identify risk factors using patient risk profiles and clinical outcome histories. The platform incorporates machine learning capabilities that continuously improve prediction accuracy using patient outcome data and administration patterns. Comprehensive reporting modules generate customized predictive reports for healthcare administrators, pharmaceutical suppliers, and insurance providers, while optimization modules recommend actions for cost reduction and patient safety improvement based on predictive insights.

An intelligent dosing platform incorporating comprehensive integration capabilities for non-syringe medication delivery devices including intelligent insulin pumps, intravenous delivery systems, and automated infusion devices. The platform features device integration modules configured to interface with pump-based delivery systems, dosage monitoring modules that track administration through continuous delivery mechanisms, and coordination modules managing treatment schedules across multiple device types. The system includes flow rate management capabilities for controlling infusion rates and pump delivery speeds, safety monitoring modules detecting occlusions and system malfunctions, and alert generation systems providing notifications for delivery interruptions and maintenance requirements. Data synchronization modules maintain consistent treatment records across pump systems and healthcare information networks, while remote monitoring capabilities enable healthcare provider oversight of device performance and patient response indicators. The platform incorporates compliance tracking, patient authentication, and predictive analytics modules for forecasting maintenance needs and optimizing multi-device treatment delivery coordination.